A novel robust blind medical image watermarking using GWO optimized DWT-DCT-SVD

被引:9
作者
Devi, Hidangmayum Saxena [1 ]
Mohapatra, Hitesh [2 ]
机构
[1] Natl Inst Technol, Dept Comp Sci & Engn, Langol, Manipur, India
[2] KIIT Univ, Sch Comp Engn, Bhubaneswar 751024, Odisha, India
关键词
Discrete wavelet transform; Discrete cosine transform; Grey wolf optimization; Singular value decomposition; SECURITY;
D O I
10.1007/s11042-023-15158-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper aims at producing a new, robust, and efficient blind medical image watermarking system for CT scan, X-ray, MRI, and Ultrasound Dicom images. In this work, three binary watermark images are used to hide one at a time in the cover image by proposing a novel GWO-optimized hybrid DWT-DCT-SVD scheme. The reason for combining DWT and DCT is to select the position where to hide the message and SVD for conversion of the DCT matrix into the singular matrix and grey wolf optimization decides the gain value to be used to insert the message bits at selected positions. The performance criteria used for image watermarking are Peak Signal to Noise Ratio (PSNR), NCC(Normalized Cross-Correlation) values. It is noticed from the experimental results that the proposed method works more effectively than the existing systems in majority of the image processing attacks.
引用
收藏
页码:41267 / 41286
页数:20
相关论文
共 28 条
[1]  
Aparna P., 2020, International Journal of Computational Vision and Robotics, V10, P1
[2]   A Blind Medical Image Watermarking for Secure E-Healthcare Application Using Crypto-Watermarking System [J].
Aparna, Puvvadi ;
Kishore, Polurie Venkata Vijay .
JOURNAL OF INTELLIGENT SYSTEMS, 2020, 29 (01) :1558-1575
[3]   An Efficient Medical Image Watermarking Technique in E-healthcare Application Using Hybridization of Compression and Cryptography Algorithm [J].
Aparna, Puvvadi ;
Kishore, Polurie Venkata Vijay .
JOURNAL OF INTELLIGENT SYSTEMS, 2018, 27 (01) :115-133
[4]   SVD-based robust image steganographic scheme using RIWT and DCT for secure transmission of medical images [J].
Arunkumar, S. ;
Subramaniyaswamy, V ;
Vijayakumar, V. ;
Chilamkurti, Naveen ;
Logesh, R. .
MEASUREMENT, 2019, 139 :426-437
[5]  
AthishMon F., 2018, International Journal of Pure and Applied Mathematics, V118, P265
[6]  
Coatrieux G, 2006, 2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15, P6118
[7]   A medical image watermarking scheme based on wavelet transform [J].
Giakoumaki, A ;
Pavlopoulos, S ;
Koutsouris, D .
PROCEEDINGS OF THE 25TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: A NEW BEGINNING FOR HUMAN HEALTH, 2003, 25 :856-859
[8]  
Gunjal BL., 2012, INT J COMPUT INF ENG, V6, P997
[9]   Multi-watermarking Algorithm for Medical Image Based on NSCT-RDWT-DCT [J].
Zhou, Jingjun ;
Li, Jingbing ;
Li, Hui ;
Liu, Jing ;
Liu, Jialing ;
Dai, Qianning ;
Nawaz, Saqib Ali .
CYBERSPACE SAFETY AND SECURITY, PT I, 2020, 11982 :501-515
[10]   Robust and Secured Medical Image Watermarking Using Daub4 and CoAST Transforms [J].
Kavitha, V ;
Palanisamy, C. ;
Sureshkumar, T. .
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8 (09) :1857-1864